Are You An AI SEO Expert or Beginner?
(An Honest Gauge of Your AI Marketing Literacy)
If you’re a business owner or marketer, this is your wake-up call.
I’ll be honest: I’ve been in digital marketing for over two decades, and even I only *recently* realized how deep AI SEO goes. When I began studying how datasets and large language models (LLMs) actually work together, it felt like discovering a new layer of SEO - like finding out what meta tags were in the late 1990's - early 2000's.
➤ Quick Self-Check — How Many of These Do You Know (or Use)?
- Dataset Engineering
- Instruction-Tuning
- Fine-Tuning (LoRA / QLoRA)
- Retrieval-Augmented Generation (RAG)
- Knowledge Distillation
- Dataset Distillation
- Embedding Vector Databases (FAISS, Chroma)
- Prompt-Templating / Prompt-Chaining
- Data Versioning (DVC / lakeFS)
- Model Drift & Evaluation Pipelines
- JSON-LD / LLM.json / AI Endpoints
- Digital Karma Metrics
- AI-to-AI Communication
- Search-Everywhere Optimization™
- Schema Automation
- AI Audit Dashboards
If you confidently understand more than half, you’re already ahead of 90 % of your competitors. If you recognized fewer than five, congratulations — you’ve just identified the biggest growth opportunity of your career.
➤ The Next Step: Digital Karma Dataset Blueprint v1
To help bridge this literacy gap, we’re releasing our internal framework — the Digital Karma Dataset Blueprint v1 — as a free download for qualified marketers and business owners. It’s the same foundation we use to train AI models to understand Real SEO™ signals like brand presence, authority, and trust across multi-site networks.
Inside the Blueprint, you’ll learn:
- How to structure your data so AI understands your brand’s authority footprint.
- The 4-Core Digital Karma Metrics (Presence • Authority • Activity • Health).
- Example JSON schema for your own
llm.jsonendpoint. - Where AI search engines and LLMs actually “see” your business online.
Free Access: Available to verified members of the Real SEO™ AI Marketing Group.
➤ Join the Real SEO™ AI Marketing Group
Membership is by application. We only approve marketers, founders, and professionals serious about advancing the craft — not “AI prompt spammers.” Members gain access to private discussions, datasets, case studies, and live training inside our Real SEO™ Membership platform.
⚠️ Entry Criteria:
- Native English preferred or exceptional written fluency (no boilerplate phrasing).
- Alignment with our mission of ethical, human-first AI marketing.
- Respectful discourse — zero tolerance for spam, copy-paste bots, or “kindly-worded” cold pitches.
Real SEO™ Life — The Future of Digital Marketing Belongs to Those Who Understand the Machines That Rank It.